Automation index
How much of a Special-education teacher’s job can AI already do?
An IEP comes earlier. Adapting so they are really in the group do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Special-education teacher
22%
AI can already do 22% of this job.
#376 / 693
View rankingSpecial-education teacher
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
IEP, aims and coordination.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Classroom, support and the one who overflows.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Family, the report and not selling miracles.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Yard, inclusion and the one left alone.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Staff, resources and fighting for the place.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Really in the group, not on paper.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- IEP
- classroom support
- family reports
- inclusion
- the yard
- resources
- places
- overflow
Sources for this job· O*NET 25-2051.00· ESCO/ISCO 2352
IS WORK OVER?
School psychologist
22%
#413 / 693
View rankingSchool psychologist
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Referral, tests and the report.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The child, the session and the one who will not talk.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Classroom, the teacher and what actually happens.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Family, the fear and not scaring.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The bullying protocol and not looking away.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
See the child, and not hanging a label.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- school reports
- sessions with children
- psychological tests
- bullying protocol
- the family
- real classroom
- not label
- the tutor's referral
Sources for this job· O*NET 19-3031.00· ESCO/ISCO 2634